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Mining and analyzing social media bollywood w pajek - hicss47 tutorial - dave king

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Example program run for HICSS 47 Tutorial on Mining and Analyzing Social Media

Published in: Social Media, Business, Technology
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Mining and analyzing social media bollywood w pajek - hicss47 tutorial - dave king

  1. 1. Step 1A: Opening Bollywood.net : 2-mode network of movies and actors
  2. 2. Step 1B: Requesting General Info Report for Network :
  3. 3. : Step 1C: General Info Report for Network
  4. 4. : Step 2A: Draw the Network with default Layout
  5. 5. : Step 2B: Network with default Layout
  6. 6. : Step 2C: Select new Layout
  7. 7. : Step 2D: Bipartite Network with F-R Layout
  8. 8. Step 3A: Accessing Partitions (single column with 627 1s and 1016 2s)
  9. 9. Step 3B: Creating a partition : to distinguish movies from actors
  10. 10. Step 3C: Partition created. : Enables us to distinguish movie and actor vertices.
  11. 11. Step 3D: Drawing Partition. : Will distinguish vertices with default colors.
  12. 12. Step 3D: Bipartite network. : Actors are purple and Movies are yellow.
  13. 13. Step 4A: Transforming Bipartite Network into : two 1-Mode networks (once for Rows and once for Columns)
  14. 14. Step 4B:Report confirming transformation. Again, report generated for each transformation.
  15. 15. Step 4C: Actor (Column) Network selected.
  16. 16. Step 4D: Draw Actor Network
  17. 17. Step 4E: Actor Network with default colors
  18. 18. Step 5A: Create a Partition to distinguish “popular” Actors : (vector of 0s and 1s with 1s for popular)
  19. 19. Step 5B: Drawing with most Popular Actors in Pink
  20. 20. Step 5C: Displaying connections for particular vertex
  21. 21. Step 6A: Calculating Distances from : All Vertices for every Node
  22. 22. Step 6B: Calculated Distribution of Distances stored in Vector
  23. 23. Step 6C: Calculating Degree for every Node :
  24. 24. Step 6D: Drawing combination of : Most Popular (color) and Degree (Size)
  25. 25. Average Distance is 3.44 Step 6D: Drawing combination of : Most Popular (color) and Degree (Size)
  26. 26. 470 Movies Bend it like Beckham Mistress of Spices Silver Linings Playbook Step 6D: Center of Bollywood

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